Simulated Data Object
simdata.RdSimulates proteomic data by randomly generating data for various
Bioinformatics related analyses and unit tests. Feature names are randomly
generated and have the seq.xxxx.xx format so that downstream tools will
function seamlessly. Model types this data can support:
Binary classification
Continuous regression
Survival
Format
The format of simdata (100 x 47) is:
- id
A sample
idnumber.- class_response
The classification response variable.
- reg_response
The regression response variable.
- time
The time-to-event variable for survival problems.
- status
The event status variable for survival problems.
- SampleId
Identical to the
idcolumn; forPOCtools to run.- SlideId
Randomly generated numeric, used to create rownames.
- Subarray
All
1s. Used to create rownames.- SiteId
Locations from
LOTR; forPOCtools to run.- age
A randomly assigned age variable: 18 - 80.
- gender
A randomly assigned gender variable: "F" or "M".
- HybControlNormScale
Random continuous data in
[0.4, 2.5].- NormScale_40
Random continuous data in
[0.4, 2.5].- NormScale_0_005
Random continuous data in
[0.4, 2.5].- NormScale_1
Random continuous data in
[0.4, 2.5].
General features of the data (see attributes(simdata)):
5 significant classification features
5 significant regression features
5 significant survival features
25 noise features
4 sex/gender features (with noise features)
PGAM(3896-5for sample handling)
Examples
simdata
#> id class_response reg_response time status SampleId
#> 51966571_1 001 control -366.358530 0.17938352 1 001
#> 28704098_1 002 control 619.948320 0.16790617 1 002
#> 81969215_1 003 control 132.687007 2.84663191 1 003
#> 68668418_1 004 control -731.871589 0.06264351 1 004
#> 38935826_1 005 control -478.352170 0.74376815 1 005
#> 74703475_1 006 control 1058.027731 0.45642321 0 006
#> 36178605_1 007 control -397.326624 0.26077075 1 007
#> 93904282_1 008 control 1255.940199 1.67379540 0 008
#> 79223225_1 009 control -148.889393 2.69187321 0 009
#> 68004202_1 010 control -48.586856 2.05521107 1 010
#> 51134040_1 011 control 48.805940 2.37070639 0 011
#> 18037091_1 012 control 1.539332 1.09891326 0 012
#> 48915223_1 013 control 521.891434 0.38698780 1 013
#> 59046590_1 014 control -591.406271 0.35353969 0 014
#> 22440191_1 015 control 377.668511 0.60909382 1 015
#> 93503102_1 016 control 223.590179 0.24184832 0 016
#> 10117155_1 017 control 65.130025 0.84508708 1 017
#> 33801297_1 018 control 369.143664 1.74198131 1 018
#> 34887902_1 019 control 690.762266 0.40544055 1 019
#> 56899633_1 020 control 47.792071 0.03857401 0 020
#> 30132003_1 021 control 409.345075 0.01348947 1 021
#> 46713227_1 022 control 567.176472 0.03049982 1 022
#> 65338817_1 023 control -263.844274 0.25094150 1 023
#> 29347638_1 024 control 170.583015 0.29549647 1 024
#> 69694117_1 025 control 186.122261 0.20317024 1 025
#> 97975242_1 026 control 768.928966 2.57088188 1 026
#> 18797344_1 027 control -180.631160 1.20413797 0 027
#> 65073939_1 028 control 397.612384 0.93024509 1 028
#> 57485678_1 029 control 936.614710 0.36478432 1 029
#> 83562904_1 030 control -303.143049 4.05929715 0 030
#> 28728820_1 031 control -594.032425 0.65710657 0 031
#> 66083414_1 032 control 52.433887 2.19800882 0 032
#> 94112835_1 033 control 329.986005 6.00000000 0 033
#> 26463627_1 034 control 61.624509 6.00000000 0 034
#> 45366525_1 035 control 27.328429 6.00000000 0 035
#> 40869963_1 036 control 1059.778769 0.91009484 1 036
#> 94637211_1 037 control -243.647544 0.08909227 1 037
#> 95354565_1 038 control 366.942422 1.46872076 1 038
#> 46557342_1 039 control 552.385804 0.42474271 1 039
#> 76936509_1 040 control 308.884189 0.21813831 1 040
#> 91024793_1 041 control 563.661951 1.08514556 1 041
#> 35984450_1 042 control 1278.191185 2.62817379 1 042
#> 54659281_1 043 control 863.139311 0.89050075 0 043
#> 88834253_1 044 control 414.076764 1.21578473 1 044
#> 41009299_1 045 control 368.000629 6.00000000 0 045
#> 33721484_1 046 control -247.114664 2.34236305 1 046
#> 55789326_1 047 control 256.476993 0.12957692 1 047
#> 25885578_1 048 control 847.788656 1.19069573 1 048
#> 96338158_1 049 control -111.054888 0.15712049 0 049
#> 19400953_1 050 control 619.894703 3.65505721 1 050
#> 22069839_1 051 disease 21.935977 1.59762411 1 051
#> 16041777_1 052 disease -318.784940 5.57928833 0 052
#> 23001489_1 053 disease 210.524166 2.33091910 1 053
#> 41068710_1 054 disease -396.765845 0.04459283 0 054
#> 97703295_1 055 disease 463.475918 6.00000000 0 055
#> 35274802_1 056 disease 43.923120 0.16127635 1 056
#> 75398329_1 057 disease -1013.176358 0.01117662 0 057
#> 42005783_1 058 disease 631.805876 1.79550186 0 058
#> 11949409_1 059 disease 978.133900 0.21124236 1 059
#> 87556508_1 060 disease -979.031872 4.23236262 1 060
#> 94064776_1 061 disease 1311.695886 1.37694509 1 061
#> 99784020_1 062 disease 323.618907 0.32004800 0 062
#> 84916413_1 063 disease -467.051325 4.26811450 1 063
#> 68369767_1 064 disease -771.793855 1.05232750 1 064
#> 15409464_1 065 disease 305.209525 1.14096845 1 065
#> 14727850_1 066 disease 280.023987 0.07449288 1 066
#> 29761404_1 067 disease -397.568212 3.58416693 1 067
#> 21873937_1 068 disease 745.017674 0.36873582 0 068
#> 90667501_1 069 disease 212.400450 0.30180726 1 069
#> 38278439_1 070 disease 331.981087 4.05281688 1 070
#> 69925630_1 071 disease 456.971156 0.12681748 1 071
#> 54693511_1 072 disease 365.901283 0.29483695 0 072
#> 82074546_1 073 disease -107.961320 0.37617684 1 073
#> 70477393_1 074 disease 520.955153 1.79466564 0 074
#> 31800607_1 075 disease 94.471364 0.97628145 1 075
#> 65263757_1 076 disease 350.170751 2.74479286 1 076
#> 52672763_1 077 disease -190.205458 1.13856230 1 077
#> 92815264_1 078 disease 357.325543 4.32927442 1 078
#> 71305641_1 079 disease 476.398020 0.76171477 1 079
#> 88325979_1 080 disease 369.306029 1.38864233 1 080
#> 67769607_1 081 disease 288.647017 6.00000000 0 081
#> 71016048_1 082 disease -8.869702 0.99076989 1 082
#> 34248161_1 083 disease -519.153727 0.39097012 0 083
#> 83316951_1 084 disease 511.753572 0.65128739 0 084
#> 63149125_1 085 disease 889.654110 1.71963200 1 085
#> 35094240_1 086 disease -194.944530 0.05443740 0 086
#> 45697493_1 087 disease 1188.484966 2.27756562 1 087
#> 36965772_1 088 disease -281.987158 0.06461511 0 088
#> 75692351_1 089 disease -64.469201 1.71840883 1 089
#> 32994766_1 090 disease -481.272710 0.37202070 1 090
#> 12262397_1 091 disease 706.061216 1.97756977 1 091
#> 74369248_1 092 disease -69.400393 0.58784590 1 092
#> 32815252_1 093 disease -271.458819 3.42300521 1 093
#> 62668101_1 094 disease 371.819090 4.02834213 1 094
#> 65054205_1 095 disease 60.341213 0.72030714 0 095
#> 29655282_1 096 disease 444.759910 2.04826263 1 096
#> 64533397_1 097 disease -322.819543 4.79924684 1 097
#> 52258642_1 098 disease 531.329183 4.31557334 1 098
#> 33494702_1 099 disease 484.857000 0.11999613 1 099
#> 43721936_1 100 disease 414.117589 3.65114312 1 100
#> SlideId Subarray SiteId age gender HybControlNormScale
#> 51966571_1 51966571 1 Isengard 56 M 0.6687581
#> 28704098_1 28704098 1 Rivendell 40 F 1.9342019
#> 81969215_1 81969215 1 Shire 19 F 0.8500042
#> 68668418_1 68668418 1 Rohan 59 M 0.8109994
#> 38935826_1 38935826 1 Mordor 21 M 2.0235602
#> 74703475_1 74703475 1 Mordor 41 F 2.0788480
#> 36178605_1 36178605 1 Rohan 20 M 0.4692595
#> 93904282_1 93904282 1 Mordor 22 M 0.5557886
#> 79223225_1 79223225 1 Isengard 50 F 0.9854340
#> 68004202_1 68004202 1 Isengard 39 F 0.4800973
#> 51134040_1 51134040 1 Mordor 37 M 1.7756260
#> 18037091_1 18037091 1 Isengard 25 M 1.2289821
#> 48915223_1 48915223 1 Shire 63 M 0.9798411
#> 59046590_1 59046590 1 Shire 18 F 0.9060018
#> 22440191_1 22440191 1 Shire 40 F 0.5661948
#> 93503102_1 93503102 1 Rohan 49 M 2.0030241
#> 10117155_1 10117155 1 Rivendell 53 M 1.6642666
#> 33801297_1 33801297 1 Isengard 31 M 2.4339930
#> 34887902_1 34887902 1 Mordor 63 M 0.5403746
#> 56899633_1 56899633 1 Isengard 53 F 0.9332586
#> 30132003_1 30132003 1 Mordor 45 M 1.4481293
#> 46713227_1 46713227 1 Shire 29 M 0.6111657
#> 65338817_1 65338817 1 Rohan 30 M 1.8143705
#> 29347638_1 29347638 1 Shire 54 F 1.3149467
#> 69694117_1 69694117 1 Rivendell 62 F 1.2816271
#> 97975242_1 97975242 1 Rivendell 34 F 1.0792600
#> 18797344_1 18797344 1 Rivendell 26 F 0.6114874
#> 65073939_1 65073939 1 Rivendell 32 M 0.6450591
#> 57485678_1 57485678 1 Shire 76 M 1.6141793
#> 83562904_1 83562904 1 Isengard 68 F 0.9410562
#> 28728820_1 28728820 1 Rivendell 75 M 0.7930269
#> 66083414_1 66083414 1 Mordor 57 F 0.8097385
#> 94112835_1 94112835 1 Shire 55 F 0.7725525
#> 26463627_1 26463627 1 Isengard 36 F 1.9137944
#> 45366525_1 45366525 1 Isengard 76 M 1.1196075
#> 40869963_1 40869963 1 Isengard 33 F 1.1286664
#> 94637211_1 94637211 1 Mordor 25 F 0.4649681
#> 95354565_1 95354565 1 Rohan 77 F 2.1177481
#> 46557342_1 46557342 1 Rivendell 42 M 2.1399950
#> 76936509_1 76936509 1 Rivendell 77 M 2.1191111
#> 91024793_1 91024793 1 Rivendell 25 F 0.5702240
#> 35984450_1 35984450 1 Rivendell 64 F 0.7470255
#> 54659281_1 54659281 1 Isengard 20 M 0.4772654
#> 88834253_1 88834253 1 Isengard 19 F 2.0762276
#> 41009299_1 41009299 1 Mordor 40 F 1.7784957
#> 33721484_1 33721484 1 Shire 27 M 0.4781957
#> 55789326_1 55789326 1 Shire 78 M 0.5659031
#> 25885578_1 25885578 1 Isengard 51 F 1.5066016
#> 96338158_1 96338158 1 Rohan 61 F 0.7437863
#> 19400953_1 19400953 1 Isengard 61 F 1.4470800
#> 22069839_1 22069839 1 Mordor 53 M 0.9707410
#> 16041777_1 16041777 1 Mordor 73 M 2.0855649
#> 23001489_1 23001489 1 Rivendell 20 M 1.1102863
#> 41068710_1 41068710 1 Rohan 70 M 0.8432067
#> 97703295_1 97703295 1 Mordor 56 M 1.0737715
#> 35274802_1 35274802 1 Rohan 79 M 1.7568511
#> 75398329_1 75398329 1 Isengard 23 F 1.1287563
#> 42005783_1 42005783 1 Rivendell 52 M 0.7266363
#> 11949409_1 11949409 1 Shire 68 M 2.1992974
#> 87556508_1 87556508 1 Shire 76 F 1.6989137
#> 94064776_1 94064776 1 Rohan 80 F 0.4473520
#> 99784020_1 99784020 1 Mordor 50 F 0.7241925
#> 84916413_1 84916413 1 Shire 53 F 2.1386117
#> 68369767_1 68369767 1 Mordor 54 F 1.6066611
#> 15409464_1 15409464 1 Rivendell 22 M 0.8018099
#> 14727850_1 14727850 1 Shire 59 F 1.7758474
#> 29761404_1 29761404 1 Isengard 23 F 0.8784832
#> 21873937_1 21873937 1 Rivendell 56 M 0.4149355
#> 90667501_1 90667501 1 Rivendell 18 M 1.7321902
#> 38278439_1 38278439 1 Mordor 67 F 0.4513353
#> 69925630_1 69925630 1 Isengard 67 M 0.6218382
#> 54693511_1 54693511 1 Rivendell 49 M 1.8017714
#> 82074546_1 82074546 1 Rohan 60 M 0.7622283
#> 70477393_1 70477393 1 Isengard 77 F 1.9670845
#> 31800607_1 31800607 1 Rivendell 61 M 0.6560524
#> 65263757_1 65263757 1 Isengard 40 M 0.5731941
#> 52672763_1 52672763 1 Mordor 76 F 0.5753140
#> 92815264_1 92815264 1 Isengard 54 F 0.8714542
#> 71305641_1 71305641 1 Rivendell 20 F 2.1855410
#> 88325979_1 88325979 1 Isengard 56 M 1.7953168
#> 67769607_1 67769607 1 Mordor 75 F 0.5256544
#> 71016048_1 71016048 1 Shire 21 F 0.8495099
#> 34248161_1 34248161 1 Isengard 80 F 1.0181898
#> 83316951_1 83316951 1 Shire 51 F 0.8925308
#> 63149125_1 63149125 1 Shire 65 F 1.7510944
#> 35094240_1 35094240 1 Isengard 34 M 1.3152895
#> 45697493_1 45697493 1 Shire 19 F 1.6122018
#> 36965772_1 36965772 1 Shire 58 M 0.7502424
#> 75692351_1 75692351 1 Rivendell 51 M 0.6467586
#> 32994766_1 32994766 1 Rivendell 21 F 0.4591955
#> 12262397_1 12262397 1 Mordor 33 M 1.7918281
#> 74369248_1 74369248 1 Isengard 28 F 1.1108191
#> 32815252_1 32815252 1 Mordor 63 M 0.6682448
#> 62668101_1 62668101 1 Mordor 43 M 0.7472938
#> 65054205_1 65054205 1 Rohan 67 F 1.0610141
#> 29655282_1 29655282 1 Mordor 61 M 0.4070036
#> 64533397_1 64533397 1 Shire 27 F 0.9686046
#> 52258642_1 52258642 1 Rohan 19 F 0.9180056
#> 33494702_1 33494702 1 Rohan 39 M 1.2199588
#> 43721936_1 43721936 1 Mordor 76 F 1.7706666
#> NormScale_40 NormScale_0_005 NormScale_1 seq.2802.68
#> 51966571_1 1.8977914 0.5510880 0.4316258 2186.8
#> 28704098_1 0.5486117 0.9991240 0.5249539 2591.8
#> 81969215_1 0.7303309 0.4749328 0.5173271 2082.2
#> 68668418_1 0.9150234 0.5462104 1.4652089 3297.6
#> 38935826_1 0.4714962 0.5765177 0.7677587 2664.8
#> 74703475_1 0.7958873 1.2270788 1.0426147 2089.8
#> 36178605_1 0.8878818 0.8771649 2.1669951 2743.7
#> 93904282_1 0.8090488 1.5859510 0.9810348 2869.2
#> 79223225_1 0.8350034 0.4550038 0.5446087 2787.9
#> 68004202_1 1.8692704 1.8277151 1.6157940 2347.3
#> 51134040_1 1.5700662 1.2384780 1.3697496 3255.9
#> 18037091_1 0.5690058 1.4721471 2.1938602 2694.9
#> 48915223_1 1.5530041 1.4052996 1.8017545 2189.4
#> 59046590_1 0.7116108 2.0980595 0.8787269 1392.7
#> 22440191_1 0.5740497 1.0512883 1.1969357 3062.5
#> 93503102_1 0.5603863 0.4237175 0.7158650 2477.5
#> 10117155_1 0.6145297 1.2315381 0.8297476 2491.9
#> 33801297_1 0.5994277 0.4297792 2.3574975 2971.9
#> 34887902_1 0.9043101 2.1032705 2.4514256 2910.6
#> 56899633_1 2.3957467 0.4226262 1.9684478 2797.0
#> 30132003_1 0.7805167 0.8081675 1.0467492 2959.5
#> 46713227_1 0.7725000 0.8013179 1.0183998 2891.1
#> 65338817_1 1.3366064 0.9539156 1.1823144 2537.3
#> 29347638_1 1.3062585 0.8515563 1.2175329 1505.3
#> 69694117_1 0.6852852 1.6742044 2.2210623 2809.9
#> 97975242_1 0.5953375 0.5292483 0.4131328 2471.9
#> 18797344_1 0.4094503 0.5171408 0.7046463 2422.1
#> 65073939_1 0.5467793 0.5334354 1.3409469 1764.6
#> 57485678_1 2.1051071 1.5051524 1.0031141 2260.9
#> 83562904_1 0.7557492 0.4401761 1.3229184 2709.0
#> 28728820_1 1.3492198 1.2645423 1.2934154 3179.3
#> 66083414_1 1.9991294 2.4081095 2.0612513 2448.6
#> 94112835_1 0.6084518 0.4080271 2.4161006 2693.8
#> 26463627_1 1.5128235 2.4876635 0.4359054 2473.1
#> 45366525_1 1.1953518 0.7506631 0.4627864 1811.5
#> 40869963_1 0.4468874 0.4803878 0.4696507 2292.5
#> 94637211_1 0.6885944 1.9696700 2.0374532 2302.9
#> 95354565_1 0.8397504 1.7347271 1.4640219 2470.3
#> 46557342_1 0.4669787 1.9205994 1.6245755 3050.0
#> 76936509_1 1.1821205 0.7475338 1.4406259 2881.6
#> 91024793_1 0.7467050 0.5018319 0.8637865 2417.7
#> 35984450_1 0.7953232 0.6086084 2.0121635 2373.3
#> 54659281_1 1.9277735 0.5460819 1.0720982 2848.5
#> 88834253_1 1.3443178 0.8154008 2.0235663 2778.3
#> 41009299_1 1.8223111 0.6445314 0.4157281 2155.6
#> 33721484_1 1.5949111 1.8792440 0.4441524 2146.3
#> 55789326_1 0.6376180 0.9097808 0.4287579 2682.3
#> 25885578_1 2.4017821 2.1508376 0.4600155 2884.3
#> 96338158_1 1.3867042 1.2375893 1.0494184 2443.8
#> 19400953_1 0.6079925 1.1526422 0.7543813 2940.6
#> 22069839_1 0.5794985 1.7179557 0.4897451 3068.1
#> 16041777_1 0.8815106 0.4632374 0.9959771 3203.6
#> 23001489_1 0.4374603 0.5032618 2.2510820 2965.2
#> 41068710_1 0.7228580 0.7566437 1.4592699 2876.2
#> 97703295_1 0.8387142 2.2544367 0.8619811 3347.8
#> 35274802_1 1.5020578 1.7027729 0.4339579 3573.1
#> 75398329_1 0.6110612 0.9077030 1.3415048 1798.5
#> 42005783_1 1.5315099 0.9248395 1.6246729 3286.4
#> 11949409_1 1.2308628 0.9169315 0.7752558 3187.4
#> 87556508_1 1.9364167 1.7160714 1.3883724 2787.4
#> 94064776_1 0.4043261 1.0910113 2.2509567 3475.5
#> 99784020_1 1.2319403 2.1938794 0.4422558 2805.4
#> 84916413_1 1.4747811 1.1509465 0.5143650 2857.8
#> 68369767_1 1.1896802 1.2511581 1.0471276 3428.7
#> 15409464_1 0.7672162 2.1955839 0.6005902 3859.8
#> 14727850_1 0.9456065 0.5057598 1.0910528 3135.0
#> 29761404_1 0.8366912 0.4114276 0.4054073 2788.9
#> 21873937_1 0.5350332 0.4082586 1.8451487 2405.4
#> 90667501_1 0.5194985 2.4525675 0.6349020 2834.5
#> 38278439_1 0.9945041 1.7063888 1.0318632 2530.1
#> 69925630_1 1.1471238 1.8564287 0.5666301 2870.5
#> 54693511_1 1.7009291 0.8413793 1.2386178 3197.2
#> 82074546_1 0.6231734 2.2175381 0.8348325 2574.1
#> 70477393_1 2.3944497 2.0579852 0.9611063 4324.6
#> 31800607_1 0.9606968 0.9679947 0.5565318 3078.0
#> 65263757_1 0.4552439 0.6711795 0.8811510 3565.1
#> 52672763_1 1.0034597 0.5023806 1.0608425 1855.4
#> 92815264_1 0.4816295 0.6556569 1.1902483 3370.5
#> 71305641_1 1.4329103 2.4505974 0.9412683 2341.9
#> 88325979_1 0.8615478 0.4408286 0.6626439 3459.9
#> 67769607_1 0.8452157 1.4558284 0.7488953 3199.1
#> 71016048_1 1.1801826 1.8925982 1.5132458 2796.2
#> 34248161_1 0.7023509 0.8988669 1.6036853 3662.1
#> 83316951_1 2.3381840 0.7324480 0.7057951 2649.4
#> 63149125_1 1.8111468 0.5399757 1.3951093 2709.7
#> 35094240_1 1.3554078 2.4542748 2.2364297 2499.5
#> 45697493_1 1.7550484 0.4253552 1.8542275 2665.9
#> 36965772_1 0.6125173 0.7028809 0.4117599 3472.6
#> 75692351_1 0.4409188 2.3630621 0.4582291 3216.9
#> 32994766_1 1.7986195 0.6824833 1.9745890 3502.6
#> 12262397_1 0.7446670 0.4517726 1.0121388 2804.9
#> 74369248_1 1.2518454 0.9214535 1.8684741 3188.2
#> 32815252_1 1.2376328 2.4536312 0.8703057 3122.1
#> 62668101_1 0.8709562 1.3321447 0.6183020 2286.9
#> 65054205_1 0.7034331 0.4844343 1.5180832 3889.2
#> 29655282_1 1.3821059 2.0272198 0.8524708 3067.2
#> 64533397_1 1.1303578 0.5502213 1.9579061 3382.8
#> 52258642_1 2.0213632 1.9021509 1.2274735 3477.6
#> 33494702_1 0.4537811 0.6920954 0.9789458 2974.7
#> 43721936_1 2.4595364 1.1665982 1.4883103 2847.1
#> seq.9251.29 seq.1942.70 seq.5751.80 seq.9608.12 seq.3459.49
#> 51966571_1 2699.1 2189.8 2725.1 2704.7 2304.2
#> 28704098_1 2194.0 2521.1 2490.7 3344.4 2826.8
#> 81969215_1 2670.6 2044.5 2341.0 3293.3 1786.5
#> 68668418_1 1935.3 2579.0 2035.3 2334.5 2564.3
#> 38935826_1 3216.5 2172.7 1756.3 1357.4 1892.5
#> 74703475_1 3490.2 3383.6 1962.4 3748.8 2952.7
#> 36178605_1 2316.4 2858.4 3000.0 2833.5 2522.5
#> 93904282_1 1977.9 2955.1 2189.4 2770.7 2985.7
#> 79223225_1 2784.9 2692.1 1807.8 2493.3 3169.0
#> 68004202_1 2432.5 3341.1 3434.6 2755.1 2323.1
#> 51134040_1 3700.8 2182.1 2712.6 2417.8 2837.9
#> 18037091_1 2480.4 2269.2 2380.7 2710.3 2944.5
#> 48915223_1 2844.9 3216.1 3029.2 2299.9 2723.8
#> 59046590_1 2514.0 2174.7 2943.2 1814.9 1460.9
#> 22440191_1 2128.4 2396.3 2190.4 2993.9 2432.0
#> 93503102_1 2594.4 2303.6 3603.1 3259.9 2667.5
#> 10117155_1 1597.5 2340.0 2372.5 2345.6 2610.0
#> 33801297_1 3232.8 2360.4 1787.8 1873.4 2034.8
#> 34887902_1 2576.6 2747.1 2427.8 2821.1 2293.5
#> 56899633_1 3586.3 2411.3 2603.8 2477.6 2512.7
#> 30132003_1 2737.8 2247.0 3654.0 1633.4 2865.2
#> 46713227_1 2145.0 3171.5 2552.9 2501.1 2382.1
#> 65338817_1 2805.4 2392.7 2728.5 2184.8 2424.5
#> 29347638_1 2033.0 2410.2 2461.4 2329.5 2699.2
#> 69694117_1 1873.2 2449.9 2333.0 1921.7 2895.3
#> 97975242_1 2645.7 2856.3 2482.6 3401.6 2457.4
#> 18797344_1 2278.4 2463.2 2893.8 2334.4 2117.7
#> 65073939_1 2500.6 2481.2 3537.6 1697.2 2684.0
#> 57485678_1 2537.2 2159.2 3013.7 2598.6 3126.6
#> 83562904_1 2205.2 2337.9 3104.0 2631.6 1727.4
#> 28728820_1 2215.7 2530.1 1884.3 2007.1 1972.8
#> 66083414_1 2432.4 2205.6 2991.9 1055.5 2338.3
#> 94112835_1 3089.0 2765.7 2610.0 2179.8 2011.0
#> 26463627_1 1738.2 1740.8 1766.4 2785.3 3253.2
#> 45366525_1 2797.0 2653.3 2760.5 2470.1 2705.9
#> 40869963_1 2666.5 1731.8 2420.6 2450.9 3800.2
#> 94637211_1 3031.5 2349.5 3232.3 2780.4 2153.3
#> 95354565_1 2347.9 2235.9 2117.0 1906.8 3395.8
#> 46557342_1 2685.0 2174.0 2284.9 3048.4 3047.1
#> 76936509_1 2633.5 2471.6 2036.9 2497.3 2698.2
#> 91024793_1 2228.7 1542.8 2411.4 2853.7 2894.6
#> 35984450_1 3103.9 3088.3 2701.0 3017.1 3711.7
#> 54659281_1 3080.2 1667.5 2134.1 2611.7 3099.8
#> 88834253_1 2850.1 2268.2 2915.2 2060.6 2434.1
#> 41009299_1 3293.4 1942.0 1896.0 3081.5 2107.1
#> 33721484_1 2779.2 2124.6 1976.0 1499.9 2390.4
#> 55789326_1 1861.7 3543.6 3220.6 2227.6 3060.7
#> 25885578_1 2213.4 2508.7 1992.1 2372.2 2828.0
#> 96338158_1 1887.7 1856.8 2706.0 2416.9 1965.1
#> 19400953_1 2263.3 1679.7 2309.5 3010.2 2188.0
#> 22069839_1 3446.8 3736.9 3537.2 3480.8 2470.7
#> 16041777_1 2476.4 3338.6 3947.8 2697.8 1324.7
#> 23001489_1 3985.7 3190.0 2698.5 2623.6 2417.1
#> 41068710_1 2808.2 2903.6 2804.6 2222.2 2455.3
#> 97703295_1 3827.1 3788.9 2791.9 2273.1 1952.3
#> 35274802_1 3756.1 3298.1 2812.2 3028.2 2377.2
#> 75398329_1 3041.5 2413.2 2816.7 3254.7 2415.8
#> 42005783_1 3283.6 2922.2 2852.2 1951.1 3309.3
#> 11949409_1 2487.7 2040.5 3720.9 2497.8 3163.8
#> 87556508_1 3161.5 2902.4 2651.2 3267.9 2107.3
#> 94064776_1 3521.8 1703.8 2805.9 2773.5 2592.4
#> 99784020_1 3049.5 3657.0 3326.3 4082.7 2168.2
#> 84916413_1 2772.9 2682.2 3562.4 3622.9 1728.4
#> 68369767_1 2672.1 2785.0 2613.9 3297.7 1777.2
#> 15409464_1 2982.0 2915.3 2746.0 3002.4 2103.9
#> 14727850_1 3534.6 3306.1 3261.8 3139.7 2927.2
#> 29761404_1 2758.0 3339.2 3508.9 2647.0 2036.9
#> 21873937_1 2939.5 3284.0 2874.4 3314.0 2997.7
#> 90667501_1 2352.9 2713.7 2285.0 3740.1 2922.6
#> 38278439_1 3247.2 2318.4 3854.6 3541.7 1865.9
#> 69925630_1 3654.0 2805.6 3717.5 2593.4 2754.1
#> 54693511_1 3748.5 3139.0 2644.8 2190.6 2511.9
#> 82074546_1 3407.4 2588.5 2967.5 2945.2 2248.2
#> 70477393_1 2065.1 2965.6 2120.3 3220.4 2499.4
#> 31800607_1 3241.0 2416.2 3284.9 3675.5 2832.7
#> 65263757_1 3228.1 2995.8 3806.2 2340.7 2087.1
#> 52672763_1 2823.3 3064.4 2181.4 3182.2 1508.2
#> 92815264_1 3085.2 2927.1 2610.2 3116.7 2876.0
#> 71305641_1 2568.0 2918.0 2679.4 3597.0 3036.0
#> 88325979_1 3339.6 3881.8 2659.4 2986.0 3520.4
#> 67769607_1 2836.4 3381.3 1983.4 2821.4 2207.0
#> 71016048_1 2215.5 3555.7 3250.5 2426.6 2762.1
#> 34248161_1 2816.3 2538.4 2234.1 2741.3 2640.9
#> 83316951_1 3682.2 3082.2 2987.5 2818.9 2189.5
#> 63149125_1 2832.9 3577.4 3296.5 4175.3 2465.0
#> 35094240_1 3366.4 2971.7 2900.9 4223.3 2912.9
#> 45697493_1 3473.3 1935.3 3446.0 2916.6 2664.6
#> 36965772_1 3002.2 3172.4 2987.1 2478.2 1714.2
#> 75692351_1 2823.8 2047.5 2676.2 2013.5 1231.8
#> 32994766_1 2735.2 2594.4 3323.2 3257.3 2493.1
#> 12262397_1 3369.8 3662.0 2783.1 2454.7 2928.8
#> 74369248_1 2468.3 3307.8 3886.3 4142.3 2574.7
#> 32815252_1 3123.1 3545.8 2990.9 2557.2 2382.4
#> 62668101_1 2855.3 3153.3 3426.4 3055.6 2156.2
#> 65054205_1 1867.6 2944.9 3102.6 4905.1 1533.3
#> 29655282_1 2295.6 2537.8 1496.0 2445.5 2748.4
#> 64533397_1 3458.0 3796.5 2316.9 3153.8 2400.6
#> 52258642_1 2904.4 3022.5 2787.9 2446.6 2072.5
#> 33494702_1 3401.6 2642.4 3118.4 3173.8 2897.6
#> 43721936_1 3943.7 3432.6 1828.6 2563.4 2756.6
#> seq.3865.56 seq.3363.21 seq.4487.88 seq.5994.84 seq.9011.72
#> 51966571_1 865.1 1984.3 1702.9 2256.7 2240.4
#> 28704098_1 2197.1 2328.6 2591.1 2870.7 1911.3
#> 81969215_1 2400.6 2823.5 2406.5 2515.3 2805.0
#> 68668418_1 2100.2 2073.9 2304.8 2273.7 2517.0
#> 38935826_1 2323.4 2371.2 2103.2 1964.7 2553.2
#> 74703475_1 3255.8 2590.7 3185.4 4230.9 2516.7
#> 36178605_1 1343.5 2438.9 1454.8 2210.4 2649.1
#> 93904282_1 2979.9 3378.8 2735.1 2580.7 2356.0
#> 79223225_1 1729.9 2359.8 2275.5 2561.1 2592.1
#> 68004202_1 1607.2 2254.4 1303.5 2278.5 2293.3
#> 51134040_1 2668.8 2353.3 2818.3 2412.0 2107.0
#> 18037091_1 2307.6 1801.2 2737.4 2501.6 1993.3
#> 48915223_1 2870.6 2484.4 3172.2 2733.1 2180.3
#> 59046590_1 1650.1 2163.6 1701.8 1778.8 2216.5
#> 22440191_1 2655.0 2837.0 2665.0 2061.5 3438.3
#> 93503102_1 2134.8 1627.1 2468.5 2062.3 2121.7
#> 10117155_1 2252.2 3192.3 2637.4 2880.2 2005.0
#> 33801297_1 2902.6 2904.3 3215.3 2427.7 2556.5
#> 34887902_1 3264.6 2951.2 2679.8 2801.5 2586.4
#> 56899633_1 3280.8 3034.5 2795.7 2485.8 2059.3
#> 30132003_1 2164.8 2869.8 2629.9 2086.7 2132.2
#> 46713227_1 2856.1 2751.8 3310.7 3110.6 1635.4
#> 65338817_1 2106.6 2068.5 2150.1 2316.0 2760.9
#> 29347638_1 2668.5 2736.8 3302.2 2555.4 2441.6
#> 69694117_1 2670.3 1830.6 2705.8 3303.1 3075.5
#> 97975242_1 3520.4 3251.2 3751.8 2583.7 2334.1
#> 18797344_1 2944.4 2436.1 2172.7 1871.9 2989.7
#> 65073939_1 2554.7 2649.0 2164.9 2281.9 2796.1
#> 57485678_1 2385.9 3400.9 2694.3 2783.0 2991.5
#> 83562904_1 2395.0 2156.4 2875.3 2067.4 3235.2
#> 28728820_1 2137.9 2323.6 1622.4 1625.0 2082.6
#> 66083414_1 2666.6 2278.2 2211.2 2114.1 2393.9
#> 94112835_1 2126.5 2092.3 2072.4 3002.4 2943.5
#> 26463627_1 1860.0 2932.6 1586.8 2073.2 3259.4
#> 45366525_1 2625.5 1718.7 2644.0 2444.6 3761.5
#> 40869963_1 2874.9 2720.6 2608.1 2807.1 3345.8
#> 94637211_1 2470.6 1969.7 1733.6 2558.9 2586.5
#> 95354565_1 2914.3 2131.4 2654.4 2844.0 2307.8
#> 46557342_1 2486.0 2702.8 3020.9 2545.1 2400.7
#> 76936509_1 2561.1 2434.4 2249.6 1996.0 2096.5
#> 91024793_1 2393.2 2359.3 2236.5 2186.8 3001.2
#> 35984450_1 3421.6 3274.8 3462.5 3503.0 1623.3
#> 54659281_1 2959.3 3145.5 2198.9 3000.7 1988.3
#> 88834253_1 3121.3 2538.8 3373.0 2524.3 1862.9
#> 41009299_1 2486.9 2795.4 2450.2 2960.3 3011.0
#> 33721484_1 2858.6 2653.6 3523.7 2589.5 2315.4
#> 55789326_1 3130.8 2376.9 2931.2 2151.2 2288.1
#> 25885578_1 3602.9 1674.1 2993.5 2430.3 3763.4
#> 96338158_1 2384.8 2456.4 2513.8 3187.8 2096.1
#> 19400953_1 2497.4 3999.1 3064.5 3418.3 3403.5
#> 22069839_1 2129.9 2777.5 1949.1 1297.0 2532.8
#> 16041777_1 3040.0 2138.2 3135.3 2706.1 2661.1
#> 23001489_1 2486.8 2484.5 2374.6 2758.5 2640.4
#> 41068710_1 2330.0 1536.3 2913.5 2467.8 1838.1
#> 97703295_1 2075.2 2635.3 3066.7 3121.1 2407.2
#> 35274802_1 3113.0 2574.1 3030.6 2443.4 2487.0
#> 75398329_1 1995.1 2466.2 2110.1 1566.1 1921.8
#> 42005783_1 3042.2 2587.6 2268.9 2898.7 1740.2
#> 11949409_1 1625.4 2974.0 1788.7 2972.3 2023.1
#> 87556508_1 1819.3 1178.9 1910.4 2678.6 2224.5
#> 94064776_1 2463.6 2507.0 2766.1 2901.6 2970.4
#> 99784020_1 2773.7 2779.6 2336.9 2927.0 2323.8
#> 84916413_1 2041.7 2139.9 1972.1 1649.4 3344.7
#> 68369767_1 2839.5 2650.2 2190.6 2136.7 1843.4
#> 15409464_1 2185.3 2587.6 1815.6 3511.4 2907.3
#> 14727850_1 2080.7 1369.8 2401.1 3292.0 2033.0
#> 29761404_1 2236.8 1950.0 2333.9 2278.5 2647.9
#> 21873937_1 2517.4 2660.6 2271.3 2582.3 2412.0
#> 90667501_1 2419.2 2658.6 2860.1 3745.3 2971.0
#> 38278439_1 2184.6 2654.1 2374.9 2859.2 3257.7
#> 69925630_1 2696.4 2618.1 2665.8 3234.4 2278.8
#> 54693511_1 2179.5 2171.0 2223.4 2137.5 2181.5
#> 82074546_1 2884.7 2361.6 2208.4 1957.7 3000.7
#> 70477393_1 3050.1 3269.3 2866.5 2532.0 2154.7
#> 31800607_1 1955.7 2978.6 1924.7 2571.8 3349.8
#> 65263757_1 2900.5 1831.0 2571.5 2717.2 2841.6
#> 52672763_1 2171.8 2628.2 1701.6 2655.5 3245.9
#> 92815264_1 2972.7 3095.9 2674.9 1842.8 2771.3
#> 71305641_1 3630.8 2752.7 3720.1 2207.6 2316.0
#> 88325979_1 3310.5 2015.8 2971.5 2830.3 2008.1
#> 67769607_1 2588.6 2411.0 1895.0 2255.9 2429.4
#> 71016048_1 2188.9 3421.9 2300.1 2297.5 2878.7
#> 34248161_1 1895.1 2077.4 1448.0 2196.6 3304.8
#> 83316951_1 2169.3 2493.1 1972.6 2439.9 2310.6
#> 63149125_1 2712.2 3267.2 2595.4 2845.4 3264.7
#> 35094240_1 2705.4 2378.0 2380.7 2172.6 1616.1
#> 45697493_1 2040.2 3075.6 2592.0 2614.1 2483.6
#> 36965772_1 1862.6 2038.8 2487.4 1633.1 1785.8
#> 75692351_1 2846.0 2205.5 2631.0 2321.7 2121.9
#> 32994766_1 2243.6 2583.9 2450.1 1714.5 1416.6
#> 12262397_1 1897.5 2959.5 2691.8 2586.7 2635.4
#> 74369248_1 2617.5 1472.5 2987.3 1527.1 2996.3
#> 32815252_1 2195.8 2065.1 2404.4 2406.2 2488.3
#> 62668101_1 1956.4 2749.9 1806.8 2841.3 2164.5
#> 65054205_1 2658.5 1988.0 2836.2 3218.6 1549.4
#> 29655282_1 2159.4 3028.9 2430.7 2083.0 2163.9
#> 64533397_1 2806.9 2222.7 2701.2 1921.1 2484.3
#> 52258642_1 2771.7 2459.5 2726.1 1992.1 2232.7
#> 33494702_1 2837.9 2281.4 2421.9 1988.5 2837.7
#> 43721936_1 3057.7 3104.8 2979.3 2654.9 2877.4
#> seq.2902.23 seq.2260.48 seq.4936.96 seq.2277.95 seq.2953.31
#> 51966571_1 2543.3 2775.9 2758.1 1212.2 2608.4
#> 28704098_1 3077.6 2131.6 2443.0 3062.4 2228.8
#> 81969215_1 2809.5 2075.5 1346.7 2688.0 2945.6
#> 68668418_1 2872.8 3087.1 3240.3 1722.1 2798.0
#> 38935826_1 2835.6 2302.6 2719.9 2800.1 3317.8
#> 74703475_1 3690.1 2378.7 2955.7 3081.6 2844.6
#> 36178605_1 2979.5 2528.6 2225.5 2007.9 1859.4
#> 93904282_1 2320.8 2317.3 2917.6 2181.1 2393.4
#> 79223225_1 2283.9 2681.3 2044.0 1706.9 3448.3
#> 68004202_1 2055.7 2476.5 1899.1 2314.4 3388.4
#> 51134040_1 2942.9 2917.9 3216.2 2563.9 2783.3
#> 18037091_1 2833.0 3291.2 2636.6 2908.8 2507.9
#> 48915223_1 3214.8 2965.7 3113.1 3010.7 2691.5
#> 59046590_1 2543.4 2034.2 2974.5 1649.3 2477.4
#> 22440191_1 2721.7 1480.7 2339.8 2205.6 2517.2
#> 93503102_1 2190.1 3032.0 1993.5 1270.9 2584.5
#> 10117155_1 2611.5 4059.5 2276.9 3322.4 3082.5
#> 33801297_1 2685.3 1886.1 1935.6 2829.1 2477.9
#> 34887902_1 2525.2 2112.5 2440.2 2796.6 2449.8
#> 56899633_1 2398.9 2639.1 2924.8 2601.2 2358.3
#> 30132003_1 2555.6 2873.4 2762.6 2905.5 3270.4
#> 46713227_1 2792.3 2716.9 2792.7 2557.8 2582.6
#> 65338817_1 3117.2 2143.2 2600.5 2818.6 3153.8
#> 29347638_1 2669.9 2327.2 3054.9 2805.5 3144.1
#> 69694117_1 3143.9 2686.0 3422.3 3056.0 2796.4
#> 97975242_1 1907.2 2434.3 2884.2 2349.7 2358.5
#> 18797344_1 2468.5 1260.1 2697.5 2235.2 3127.9
#> 65073939_1 2075.7 2500.4 3073.3 2999.7 2954.9
#> 57485678_1 1817.0 2758.4 2840.6 2441.3 2036.0
#> 83562904_1 2182.8 2498.2 2636.5 2119.0 3120.1
#> 28728820_1 2621.5 2531.3 2245.1 2511.0 2576.7
#> 66083414_1 2366.0 2075.2 2287.5 2345.2 3026.0
#> 94112835_1 2882.0 3247.8 2618.6 2984.8 2122.9
#> 26463627_1 2114.3 2842.0 2027.4 3002.6 1758.9
#> 45366525_1 2767.0 3135.7 2374.7 3270.0 2930.6
#> 40869963_1 2706.4 2393.7 3089.7 2214.2 2297.7
#> 94637211_1 2290.6 1756.3 2538.1 3431.2 2386.3
#> 95354565_1 2362.1 2124.7 1518.8 1993.9 2967.0
#> 46557342_1 1695.1 2028.2 3465.2 3171.1 2267.1
#> 76936509_1 1947.7 2048.5 2405.3 2138.0 2181.2
#> 91024793_1 3014.1 1999.1 3212.5 1969.2 3171.9
#> 35984450_1 1775.5 2577.3 2276.2 2802.3 2590.8
#> 54659281_1 2936.9 2780.8 1516.0 2592.8 3146.3
#> 88834253_1 3244.9 2126.9 1796.9 2575.5 1656.0
#> 41009299_1 1776.8 3409.2 2092.6 2329.0 2089.5
#> 33721484_1 2367.8 2457.8 2322.4 2142.2 2068.9
#> 55789326_1 2304.5 1701.0 1971.3 2266.8 2549.4
#> 25885578_1 2586.1 2474.8 3191.3 2999.3 2312.2
#> 96338158_1 2669.6 1165.5 2493.6 2394.1 2862.0
#> 19400953_1 2591.0 2302.9 2720.6 2699.0 1601.3
#> 22069839_1 2204.7 3173.0 3277.4 2133.5 2168.1
#> 16041777_1 2407.2 3144.7 1770.7 2784.7 2188.1
#> 23001489_1 1821.6 2619.5 2453.0 1981.5 2460.2
#> 41068710_1 2905.8 2669.6 2043.2 2280.3 2717.8
#> 97703295_1 1927.0 2667.6 2083.7 3821.0 3485.5
#> 35274802_1 2505.1 2121.2 3233.9 2458.7 2201.6
#> 75398329_1 2681.3 2395.7 2705.7 2864.8 2223.7
#> 42005783_1 2691.0 2159.8 2249.6 2499.3 2848.0
#> 11949409_1 2730.5 2159.9 2743.6 2373.4 2422.2
#> 87556508_1 3435.6 2239.9 2387.0 2873.1 3174.4
#> 94064776_1 2871.8 2053.6 2252.1 3262.4 1965.7
#> 99784020_1 2755.0 2659.7 3287.7 2894.0 3032.2
#> 84916413_1 2600.8 2803.0 1846.5 3012.1 1843.6
#> 68369767_1 1730.4 2435.4 2425.2 2312.3 3531.8
#> 15409464_1 2985.7 2365.8 1944.8 2530.0 2565.7
#> 14727850_1 2336.2 1658.2 2741.7 2003.0 2384.2
#> 29761404_1 2744.1 2980.5 2352.4 1836.6 2301.3
#> 21873937_1 2283.3 2188.4 2480.5 2781.0 2944.7
#> 90667501_1 2743.5 2333.3 2334.9 1677.1 2763.1
#> 38278439_1 2208.3 3205.5 2421.5 2830.2 2414.4
#> 69925630_1 2693.7 1988.2 2462.8 2283.3 2579.3
#> 54693511_1 2444.7 2931.9 2744.6 2472.3 2257.2
#> 82074546_1 3370.0 3433.5 2347.4 1917.7 2020.5
#> 70477393_1 3274.0 3065.6 2590.5 2360.5 2590.3
#> 31800607_1 3182.7 2777.3 2156.4 826.3 2860.9
#> 65263757_1 2117.3 3680.1 3264.5 2906.6 2315.2
#> 52672763_1 1839.4 2388.8 2776.8 2585.9 2618.8
#> 92815264_1 2049.4 1961.6 2787.2 2224.6 2167.0
#> 71305641_1 3075.7 2865.8 3592.2 2715.7 2101.6
#> 88325979_1 2793.4 3113.8 2730.2 2264.2 2474.2
#> 67769607_1 729.8 2810.4 3605.6 2149.1 3143.5
#> 71016048_1 2296.0 1950.0 3077.1 2709.5 2392.9
#> 34248161_1 2848.6 2052.2 2500.7 2605.9 2212.6
#> 83316951_1 2627.0 3051.9 2538.4 2646.4 1764.6
#> 63149125_1 1499.1 2563.7 1337.6 2620.1 1983.6
#> 35094240_1 2824.3 1905.5 2026.2 1595.3 1846.7
#> 45697493_1 2847.7 2362.9 1734.8 2393.7 2080.9
#> 36965772_1 1606.3 2704.1 2218.2 1809.6 1934.7
#> 75692351_1 2303.6 2452.6 1302.3 2296.7 2684.4
#> 32994766_1 2522.5 2489.0 2580.7 2870.5 2399.1
#> 12262397_1 1629.6 2318.9 2188.9 2709.0 1861.2
#> 74369248_1 2793.7 3024.9 2684.7 1833.1 2101.0
#> 32815252_1 2984.3 2721.6 2086.4 3055.1 2579.5
#> 62668101_1 2141.2 2482.5 2682.5 2458.9 2807.4
#> 65054205_1 1963.0 2794.9 2212.0 2574.6 2844.0
#> 29655282_1 1086.5 1980.6 2046.6 2404.8 2476.5
#> 64533397_1 1939.1 1773.3 2401.0 2515.7 3665.2
#> 52258642_1 2341.2 3224.6 1887.9 2881.6 2211.2
#> 33494702_1 2885.9 1908.9 3162.5 2799.2 2984.2
#> 43721936_1 2835.9 2635.9 1908.2 3249.2 2361.2
#> seq.3032.11 seq.4330.4 seq.4914.10 seq.3896.5 seq.5002.7
#> 51966571_1 2842.4 3107.4 1080.2 1908.9 1677.7
#> 28704098_1 2442.4 1726.1 3255.7 2728.1 2090.0
#> 81969215_1 2321.8 2348.9 3221.2 2380.9 1660.9
#> 68668418_1 2447.1 3019.6 2752.7 2906.1 2712.1
#> 38935826_1 2522.4 2116.1 2121.4 2134.7 2325.6
#> 74703475_1 1636.9 3262.3 2624.6 1402.9 2473.8
#> 36178605_1 3277.9 1289.0 2341.6 3000.8 2362.7
#> 93904282_1 2888.2 2778.2 2551.5 3083.7 2757.7
#> 79223225_1 1950.7 3052.8 2394.2 2884.8 1847.2
#> 68004202_1 1636.0 2583.2 2635.3 3294.0 3349.6
#> 51134040_1 2713.8 2387.3 2346.5 2675.7 2248.7
#> 18037091_1 2872.3 2385.8 2944.9 2232.8 2347.5
#> 48915223_1 2932.6 2373.4 2694.0 2357.6 2172.6
#> 59046590_1 2652.7 3534.1 1362.8 2473.6 2636.8
#> 22440191_1 2443.0 3291.6 2225.0 2532.2 1637.9
#> 93503102_1 2711.8 1978.7 2665.2 2210.7 2255.2
#> 10117155_1 2101.1 2495.8 2200.9 2493.7 2432.0
#> 33801297_1 2197.9 1833.0 1869.0 2952.8 2296.5
#> 34887902_1 3357.5 2573.3 2881.6 2244.6 3276.2
#> 56899633_1 2142.0 2106.1 2920.5 2607.8 2932.7
#> 30132003_1 2433.4 2355.5 2579.1 2208.1 2674.3
#> 46713227_1 2000.1 2833.4 3023.2 1891.5 1870.8
#> 65338817_1 3436.9 2431.7 2173.6 2585.1 2737.9
#> 29347638_1 2331.3 2612.0 2019.6 2565.5 2936.5
#> 69694117_1 2986.6 3058.6 2399.4 2380.2 2228.2
#> 97975242_1 2993.9 1780.8 2846.8 2216.8 2597.2
#> 18797344_1 2029.4 2817.2 2001.0 2519.5 2699.4
#> 65073939_1 2674.6 2250.4 2000.2 1544.4 2565.3
#> 57485678_1 2202.8 3063.1 2318.3 2487.5 2202.7
#> 83562904_1 1308.9 2449.9 3028.8 2832.5 2850.9
#> 28728820_1 3039.0 1945.1 3039.5 3161.4 2423.0
#> 66083414_1 2834.1 2829.0 3119.0 4087.1 2793.0
#> 94112835_1 2017.7 2478.4 2927.1 1565.7 3083.9
#> 26463627_1 1512.4 2814.2 2093.2 1825.9 1348.7
#> 45366525_1 2207.6 2031.6 2316.1 3651.8 2910.1
#> 40869963_1 2984.6 2321.3 3058.8 2627.7 2861.1
#> 94637211_1 2776.1 2477.5 2556.9 2934.2 2548.8
#> 95354565_1 2458.9 2326.0 2277.7 2677.9 3318.8
#> 46557342_1 1661.6 2320.5 1777.1 1927.3 2230.3
#> 76936509_1 3106.3 2697.8 2307.8 2647.9 2273.7
#> 91024793_1 3000.2 2008.0 2796.6 2152.0 1878.9
#> 35984450_1 2859.7 2488.6 2622.5 3092.5 2522.1
#> 54659281_1 2077.8 2057.7 1627.1 3262.6 2503.5
#> 88834253_1 2811.0 2742.5 2531.2 2710.4 2003.2
#> 41009299_1 2138.7 2084.2 1957.0 3279.6 2857.6
#> 33721484_1 2275.3 3086.6 2446.2 3314.2 2800.1
#> 55789326_1 1902.2 2530.5 2725.6 2586.6 2472.5
#> 25885578_1 2695.2 2578.4 3047.2 2330.4 2848.9
#> 96338158_1 2241.8 2734.5 2953.0 1861.4 2907.2
#> 19400953_1 2954.9 2772.6 2001.2 2530.2 1339.7
#> 22069839_1 2938.5 2697.8 2142.1 1932.8 2056.6
#> 16041777_1 2091.9 2039.3 2711.3 2468.3 2818.5
#> 23001489_1 3269.6 2161.7 2716.5 2133.7 3249.5
#> 41068710_1 3187.3 1528.1 2542.3 3037.0 1749.4
#> 97703295_1 2258.4 2560.0 2776.0 3239.4 3845.4
#> 35274802_1 2775.2 3133.0 2231.1 1233.5 2488.2
#> 75398329_1 2071.3 1951.0 2562.9 2090.1 2379.8
#> 42005783_1 2146.5 2719.0 3001.9 2659.4 2053.0
#> 11949409_1 1451.5 2808.2 3035.9 2014.9 2728.7
#> 87556508_1 3049.7 2508.9 2274.8 2306.9 2300.3
#> 94064776_1 2671.0 1880.4 2979.2 2481.9 3083.8
#> 99784020_1 2745.4 2247.9 2952.2 2893.7 2063.3
#> 84916413_1 2034.0 3158.4 1884.3 2714.6 2782.0
#> 68369767_1 1786.1 2897.2 2354.8 2828.2 2970.1
#> 15409464_1 2987.9 2742.5 1673.9 2125.8 2016.2
#> 14727850_1 1726.8 3685.5 2518.7 2505.9 2754.3
#> 29761404_1 2508.9 2359.1 1478.7 2196.6 1874.8
#> 21873937_1 2112.6 2599.5 2555.6 3203.0 2575.0
#> 90667501_1 2385.3 2905.1 2655.6 2185.0 2652.6
#> 38278439_1 2362.8 2438.9 2180.5 2062.7 2351.4
#> 69925630_1 3398.0 3003.9 2966.4 1903.5 2067.3
#> 54693511_1 2260.9 2758.8 2363.7 2683.8 2036.2
#> 82074546_1 2202.6 2385.0 3120.9 2150.0 3606.8
#> 70477393_1 1371.0 2416.2 1969.7 2287.3 2672.1
#> 31800607_1 3341.3 1262.0 3444.1 3006.9 2635.0
#> 65263757_1 2536.1 2199.4 1916.0 2710.3 1952.0
#> 52672763_1 2280.0 2515.8 2709.5 3162.7 2070.1
#> 92815264_1 2813.3 3113.1 1673.8 3022.2 2064.1
#> 71305641_1 2100.1 2150.4 2588.5 2173.5 2050.1
#> 88325979_1 1936.0 1747.9 2428.0 1670.1 3163.7
#> 67769607_1 1987.5 2387.4 3681.4 1745.0 2763.3
#> 71016048_1 2535.5 2495.5 3108.5 2656.4 2741.5
#> 34248161_1 2690.9 1760.8 2701.6 1551.2 2580.7
#> 83316951_1 1688.7 1576.1 2818.8 2197.4 2375.7
#> 63149125_1 3450.3 2077.0 2055.5 2324.5 2102.9
#> 35094240_1 2141.9 3127.9 1842.4 1994.8 3413.9
#> 45697493_1 2690.2 1824.7 2589.1 2275.8 2909.1
#> 36965772_1 2720.4 2661.9 1788.1 2934.0 2862.7
#> 75692351_1 2628.7 2559.4 1748.2 2539.6 2406.0
#> 32994766_1 2410.3 2824.8 1962.3 2166.7 2840.0
#> 12262397_1 2154.9 2840.8 2570.9 2446.3 2757.6
#> 74369248_1 2499.8 3758.8 2631.1 2737.6 2463.0
#> 32815252_1 2782.8 2651.3 3097.0 2081.6 3059.4
#> 62668101_1 1895.6 2168.1 1656.6 2714.1 2836.8
#> 65054205_1 2326.9 2531.5 2620.0 2177.0 1878.8
#> 29655282_1 2174.9 1906.2 1937.7 2788.3 2224.5
#> 64533397_1 2055.2 2289.7 2074.9 2454.6 2876.4
#> 52258642_1 3238.5 2126.2 2330.6 2413.6 1593.3
#> 33494702_1 1902.3 2436.8 2470.1 2270.3 2357.7
#> 43721936_1 3375.2 1990.7 2423.1 2209.2 2319.8
#> seq.3476.4 seq.1130.49 seq.6356.60 seq.4579.40 seq.8344.24
#> 51966571_1 1423.4 2780.6 2187.7 2071.7 2588.3
#> 28704098_1 2213.6 2253.7 2997.0 2916.6 3344.5
#> 81969215_1 2870.5 2964.4 1741.5 2650.7 1826.3
#> 68668418_1 2383.6 2080.4 2492.1 2519.8 3037.8
#> 38935826_1 1826.6 2819.4 1900.2 1785.4 2271.9
#> 74703475_1 2099.1 2395.7 2611.7 2811.1 2159.3
#> 36178605_1 3302.4 2407.1 2765.9 2259.8 2468.7
#> 93904282_1 3049.4 2505.9 2382.3 2338.5 3328.1
#> 79223225_1 1992.0 1643.1 2460.9 1669.8 2404.4
#> 68004202_1 2524.0 2345.0 2417.9 2747.9 2385.5
#> 51134040_1 2885.7 2176.3 2997.2 2301.2 2566.3
#> 18037091_1 2858.9 2194.2 2618.1 3143.4 2694.7
#> 48915223_1 2782.0 2643.7 2234.7 3034.5 2424.4
#> 59046590_1 2379.5 2659.7 2653.7 2884.3 2739.9
#> 22440191_1 1467.5 3212.0 2559.4 2569.2 2223.9
#> 93503102_1 3162.5 2436.4 3326.5 2455.0 2226.8
#> 10117155_1 2872.0 2875.9 1952.0 2746.2 2903.7
#> 33801297_1 2358.6 2177.5 1869.7 2977.1 2506.1
#> 34887902_1 2304.5 1748.5 2266.8 3666.6 2930.2
#> 56899633_1 2295.6 2279.2 1316.4 2515.5 1633.1
#> 30132003_1 2250.7 3174.4 2391.9 2683.9 2140.8
#> 46713227_1 2940.9 3062.4 2215.8 1931.1 2266.8
#> 65338817_1 2789.1 2840.8 3001.6 2465.5 1444.1
#> 29347638_1 2514.4 2568.9 3545.0 1822.5 3078.2
#> 69694117_1 3031.6 2396.8 1966.5 2454.7 2590.7
#> 97975242_1 2371.1 1521.6 2278.1 2468.8 2351.9
#> 18797344_1 2156.5 2655.6 2188.0 2369.2 1993.6
#> 65073939_1 1379.3 3369.1 2904.5 1938.0 2090.5
#> 57485678_1 2515.1 2557.5 2814.2 2314.7 2178.1
#> 83562904_1 2718.9 3724.6 2394.3 1728.9 2734.1
#> 28728820_1 2248.5 2200.1 2900.7 2844.2 2208.3
#> 66083414_1 2727.1 2465.2 1701.3 1803.1 2082.3
#> 94112835_1 2689.9 2871.5 3029.2 2984.2 3144.7
#> 26463627_1 1921.9 2229.9 2391.2 2647.1 1892.5
#> 45366525_1 3019.4 2577.3 2705.9 2373.7 2489.9
#> 40869963_1 3081.2 2152.8 3318.4 3056.9 2998.0
#> 94637211_1 2315.5 1852.8 2476.8 1572.5 1229.2
#> 95354565_1 2671.8 2075.6 2559.2 3284.9 2542.1
#> 46557342_1 2585.4 3256.4 3336.1 2508.7 1940.4
#> 76936509_1 2888.6 3006.6 2404.5 1760.4 3231.6
#> 91024793_1 1919.3 2978.4 2431.2 3096.8 2209.5
#> 35984450_1 2597.4 2724.1 2394.6 2184.2 3017.1
#> 54659281_1 2629.8 1999.7 2620.8 3031.8 2671.7
#> 88834253_1 2248.9 2783.7 2286.2 1734.0 2959.8
#> 41009299_1 2521.7 3584.2 2543.9 2629.8 2488.6
#> 33721484_1 1333.5 2118.4 3261.4 1963.6 2379.6
#> 55789326_1 2097.1 3693.9 2119.8 1843.5 3771.1
#> 25885578_1 2912.3 2218.9 2536.3 2205.5 2554.1
#> 96338158_1 1702.5 2881.5 1583.8 2028.5 3279.1
#> 19400953_1 3248.1 2743.8 1866.5 1621.5 2742.5
#> 22069839_1 2649.4 2220.5 2633.2 2557.0 2690.0
#> 16041777_1 2528.0 2714.2 2659.7 2399.3 2877.7
#> 23001489_1 2460.7 3020.6 2238.8 2906.0 1383.7
#> 41068710_1 2180.1 2987.4 2940.1 2937.7 2950.8
#> 97703295_1 2332.1 2068.2 2224.5 3011.0 1890.9
#> 35274802_1 2529.9 2247.6 2321.6 2821.1 2916.9
#> 75398329_1 3181.2 2859.9 3114.3 2208.3 2709.1
#> 42005783_1 2253.5 2642.8 2219.9 1791.0 2916.3
#> 11949409_1 1929.0 2207.8 1737.5 2911.0 2106.8
#> 87556508_1 2751.2 2754.5 2625.7 1611.6 2749.2
#> 94064776_1 2634.0 1997.8 3117.8 2551.5 2667.5
#> 99784020_1 3548.9 2272.6 3351.6 2662.6 3667.2
#> 84916413_1 2699.5 2333.1 1962.3 2281.2 1859.5
#> 68369767_1 3295.2 2622.3 2777.5 2785.4 2897.8
#> 15409464_1 2446.4 1897.3 1943.2 3138.2 2729.5
#> 14727850_1 2870.2 1770.3 2281.0 1563.0 2322.7
#> 29761404_1 2460.7 2687.1 2893.9 3195.5 3029.5
#> 21873937_1 2670.6 2583.1 2187.9 2350.1 3032.1
#> 90667501_1 1514.3 3198.5 2178.5 2285.2 2171.3
#> 38278439_1 2438.7 1989.8 2822.5 1301.5 2493.2
#> 69925630_1 2956.4 2644.5 2587.9 3040.2 3139.9
#> 54693511_1 2688.8 3479.4 2657.5 2073.0 2105.1
#> 82074546_1 2279.7 2508.1 2314.3 2586.7 1986.6
#> 70477393_1 3273.0 1288.3 1702.3 2291.4 2350.1
#> 31800607_1 3253.5 1755.3 1879.9 2453.3 3327.9
#> 65263757_1 2692.6 2232.8 2619.8 2377.8 1771.0
#> 52672763_1 2717.9 2458.0 3762.7 2417.0 2155.2
#> 92815264_1 1765.9 2584.4 2611.3 2050.5 2849.8
#> 71305641_1 2163.4 2400.5 1460.3 2667.2 2256.0
#> 88325979_1 1925.3 3123.9 3331.6 1275.9 2602.6
#> 67769607_1 2350.8 2716.4 1558.8 2035.2 2763.3
#> 71016048_1 2635.4 2461.8 2449.0 2855.2 2670.8
#> 34248161_1 2709.7 2430.3 2498.3 2909.2 2290.5
#> 83316951_1 2049.5 2379.4 2285.2 3407.4 2629.9
#> 63149125_1 2873.5 2102.7 2554.3 2796.4 2880.5
#> 35094240_1 3185.7 2976.7 3060.9 2249.3 2501.2
#> 45697493_1 2891.4 1974.1 1828.6 2648.7 2643.1
#> 36965772_1 1200.7 2103.7 2556.9 2376.0 2353.9
#> 75692351_1 1777.2 3698.4 2319.7 2722.2 3156.4
#> 32994766_1 2552.4 1951.9 1972.2 2379.5 2978.7
#> 12262397_1 2602.0 2666.0 3177.2 2644.3 3058.2
#> 74369248_1 2185.6 1805.9 3054.6 2671.7 2290.1
#> 32815252_1 1964.9 3107.1 1937.8 2700.3 3596.9
#> 62668101_1 2040.6 1996.9 2777.9 2542.5 2487.7
#> 65054205_1 2426.7 2217.1 2433.5 2149.6 987.9
#> 29655282_1 2841.6 2532.6 1905.0 2694.3 1883.2
#> 64533397_1 2022.9 2008.3 1876.0 3156.2 2989.1
#> 52258642_1 2382.9 1750.3 2962.3 2461.0 2343.6
#> 33494702_1 2184.5 2288.1 1474.1 2795.3 3926.7
#> 43721936_1 2706.9 1989.5 2619.7 2978.8 2375.1
#> seq.8441.53 seq.9360.55 seq.7841.8 seq.8142.63 seq.4461.56
#> 51966571_1 1934.0 2516.7 3183.7 2022.1 2129.6
#> 28704098_1 2198.4 1770.8 2986.6 2190.0 2406.5
#> 81969215_1 2447.4 3529.1 2112.7 2433.6 2432.9
#> 68668418_1 1561.4 2449.3 2724.4 3251.9 2028.9
#> 38935826_1 2783.2 3030.0 2937.2 1823.8 2325.3
#> 74703475_1 862.9 2248.4 3356.2 2125.7 3278.4
#> 36178605_1 2127.8 2329.0 2729.3 2553.4 2412.3
#> 93904282_1 2215.3 2208.7 2227.4 2898.6 2804.2
#> 79223225_1 2583.1 2442.9 2848.4 3473.5 2370.6
#> 68004202_1 2658.9 2752.5 2535.7 2729.5 2495.3
#> 51134040_1 2619.2 1538.0 1803.0 2420.5 2282.9
#> 18037091_1 2025.4 2285.6 2591.4 1080.6 2928.0
#> 48915223_1 2514.8 3006.9 2210.5 3395.2 1795.3
#> 59046590_1 2804.6 3041.1 1791.6 1547.1 1672.4
#> 22440191_1 2010.5 2668.4 2017.3 2136.9 2056.2
#> 93503102_1 2444.7 2400.4 2483.0 2359.3 3021.7
#> 10117155_1 2425.6 2427.2 2544.1 2606.8 2485.5
#> 33801297_1 2266.3 1798.1 2378.3 1865.8 2398.1
#> 34887902_1 3067.9 3338.4 2017.1 1830.9 3100.6
#> 56899633_1 2632.0 2373.7 2907.5 1741.7 3197.1
#> 30132003_1 1883.2 2133.3 2554.2 2895.7 2981.0
#> 46713227_1 2868.6 3405.6 2518.2 2162.9 2702.6
#> 65338817_1 2724.6 2444.0 2871.8 1629.5 2194.5
#> 29347638_1 3003.9 3131.1 2464.2 3673.1 2051.8
#> 69694117_1 2282.8 2934.6 2946.8 1797.3 3057.6
#> 97975242_1 2972.7 2130.5 3339.2 2924.5 2919.9
#> 18797344_1 2030.8 3177.9 2417.2 3325.0 1540.8
#> 65073939_1 2277.0 2734.1 1896.1 2389.4 2035.6
#> 57485678_1 3423.9 2432.2 2073.4 1597.2 2958.5
#> 83562904_1 2802.8 2612.1 3214.3 2203.5 3494.8
#> 28728820_1 2919.1 2749.6 2329.3 2594.8 2492.6
#> 66083414_1 1766.5 2303.2 2117.2 2192.8 2985.1
#> 94112835_1 2379.1 2574.6 2714.0 2326.0 2585.2
#> 26463627_1 3230.6 2091.2 1360.0 2673.8 3426.2
#> 45366525_1 1717.4 1879.0 3164.3 2266.4 2758.0
#> 40869963_1 2698.4 1890.7 2008.7 1982.3 2429.5
#> 94637211_1 2661.3 1875.1 2444.5 3432.1 2702.3
#> 95354565_1 2897.1 1903.5 2347.4 2282.6 2612.5
#> 46557342_1 2326.3 2716.5 1811.4 2568.2 2851.5
#> 76936509_1 2580.5 2476.3 1799.8 2136.2 3150.8
#> 91024793_1 3007.9 3220.5 2702.2 2437.3 2806.2
#> 35984450_1 1657.1 2284.9 3039.9 3102.0 2425.2
#> 54659281_1 2747.6 2382.6 2737.8 3619.0 2098.3
#> 88834253_1 2627.1 2599.8 2981.3 2589.7 1857.1
#> 41009299_1 2633.9 2336.6 2844.2 2894.0 2772.7
#> 33721484_1 2981.1 2666.7 2513.1 2070.0 2242.2
#> 55789326_1 2388.7 2086.8 1978.4 1702.9 2247.3
#> 25885578_1 2052.0 3182.7 2603.4 2166.0 2876.1
#> 96338158_1 2924.4 2526.3 3383.1 2306.7 2884.5
#> 19400953_1 2224.3 2481.0 3176.2 2020.2 1937.7
#> 22069839_1 1560.8 3420.8 3028.6 2605.4 1936.9
#> 16041777_1 3252.6 1722.6 2345.7 2361.5 2501.8
#> 23001489_1 1705.3 2663.7 2428.0 1753.6 2332.2
#> 41068710_1 2291.0 1309.3 2494.6 2293.6 2663.0
#> 97703295_1 3687.9 2161.9 2532.4 1884.3 2276.9
#> 35274802_1 2944.6 2740.3 3280.5 2797.3 2632.9
#> 75398329_1 2881.7 2190.2 2150.4 3064.1 2924.4
#> 42005783_1 2660.7 1690.3 2664.4 2817.5 2031.3
#> 11949409_1 3069.0 1746.2 2465.5 3473.1 2427.6
#> 87556508_1 1935.4 3049.9 2712.2 1917.4 1790.9
#> 94064776_1 2346.4 1449.9 3135.8 3106.2 2962.0
#> 99784020_1 2296.8 2685.1 2527.8 2328.8 2015.5
#> 84916413_1 2343.7 2462.5 2137.1 2872.0 2418.6
#> 68369767_1 3008.4 3234.5 3252.8 2030.1 2899.3
#> 15409464_1 2717.4 2174.4 2760.2 2971.7 2271.0
#> 14727850_1 1820.3 2329.4 2777.8 2641.7 2186.8
#> 29761404_1 2217.2 2374.2 2202.4 3102.9 3288.5
#> 21873937_1 2465.9 1576.6 1570.3 2158.7 1918.6
#> 90667501_1 2382.3 1774.0 2698.5 2366.6 1678.4
#> 38278439_1 2037.4 3711.7 2160.1 2531.1 2292.8
#> 69925630_1 3566.5 3054.6 2468.7 2507.9 2963.9
#> 54693511_1 1899.9 2629.6 2081.8 1997.6 2238.9
#> 82074546_1 2544.5 2133.2 2877.9 2991.0 2856.1
#> 70477393_1 2957.3 2564.8 2682.3 2309.2 1761.0
#> 31800607_1 2311.7 2271.0 1326.6 2767.1 2867.9
#> 65263757_1 2311.2 3097.3 2751.4 2360.2 2602.2
#> 52672763_1 2438.3 1841.1 2049.3 2956.5 2157.1
#> 92815264_1 2721.4 2400.2 2545.2 2772.8 2312.0
#> 71305641_1 2304.3 2255.9 2872.8 2457.2 2387.0
#> 88325979_1 2097.1 2288.2 2887.6 2742.0 3687.7
#> 67769607_1 2695.4 2621.9 2463.2 3162.1 2622.6
#> 71016048_1 1545.7 2224.4 2327.8 2685.6 2775.0
#> 34248161_1 2845.3 2271.8 2160.4 1905.5 3429.7
#> 83316951_1 2287.4 1941.4 2841.8 2906.9 3007.2
#> 63149125_1 1632.0 2346.0 2573.6 2635.9 2616.2
#> 35094240_1 2659.6 2627.6 3002.1 2685.5 2141.4
#> 45697493_1 2220.8 2467.5 2773.4 3273.2 1957.8
#> 36965772_1 2296.5 2154.1 2861.5 1867.4 2092.7
#> 75692351_1 2549.7 1747.3 1841.4 1962.0 1650.6
#> 32994766_1 2019.0 2004.1 2450.0 2650.8 2543.3
#> 12262397_1 2556.2 3071.0 2063.6 2247.2 2697.5
#> 74369248_1 2680.1 2080.3 1484.6 2299.5 1752.0
#> 32815252_1 2148.1 3704.3 3401.7 2439.8 2687.2
#> 62668101_1 2261.1 3363.2 2631.3 2555.9 3242.6
#> 65054205_1 2166.8 2084.6 3568.6 2826.9 1690.3
#> 29655282_1 2648.0 2151.7 2117.8 2443.8 3058.6
#> 64533397_1 3286.3 2920.5 1706.9 2481.8 1358.9
#> 52258642_1 2523.8 2236.7 2570.3 3045.9 1674.3
#> 33494702_1 2744.1 2248.9 2411.9 2218.0 2625.5
#> 43721936_1 2380.1 3312.2 2743.1 2129.7 2206.6
#> seq.9297.97 seq.9396.38 seq.3300.26 seq.2772.14 seq.6615.18
#> 51966571_1 2573.8 2292.4 2245.9 3097.3 1802.8
#> 28704098_1 2638.4 2890.1 3326.9 1459.0 2525.6
#> 81969215_1 1996.0 2800.8 3319.1 2652.0 3048.5
#> 68668418_1 2303.2 2265.7 2497.2 2224.4 2398.5
#> 38935826_1 2441.8 3156.8 2168.3 3683.8 2286.1
#> 74703475_1 2881.8 2679.5 1970.4 3192.2 2285.7
#> 36178605_1 2444.2 2491.9 2360.4 2183.2 2226.7
#> 93904282_1 2393.6 2916.3 2583.5 3325.0 2003.7
#> 79223225_1 2327.4 2886.7 1689.6 1987.2 2970.6
#> 68004202_1 2519.6 1633.3 2705.9 2229.4 2874.4
#> 51134040_1 3131.0 2315.9 1589.5 2922.8 1730.8
#> 18037091_1 3085.9 2682.2 2588.7 2040.3 2769.6
#> 48915223_1 2813.2 2080.8 1877.4 2693.5 3328.2
#> 59046590_1 2709.1 3308.3 2134.9 2209.3 2682.9
#> 22440191_1 2743.7 2553.7 2352.6 2490.7 2314.6
#> 93503102_1 2228.9 1732.2 1688.7 2007.3 3003.9
#> 10117155_1 2294.5 2228.5 2767.7 2927.0 2101.2
#> 33801297_1 2545.8 2818.8 2448.4 1802.6 2212.2
#> 34887902_1 2355.3 2289.7 1865.2 2672.6 2961.7
#> 56899633_1 3288.5 2093.8 2752.3 3296.7 2730.5
#> 30132003_1 3002.1 2529.5 2216.5 3784.7 1904.5
#> 46713227_1 3033.6 2775.4 2464.5 2749.1 1586.5
#> 65338817_1 3057.8 2499.0 3010.5 2955.3 2364.3
#> 29347638_1 3103.2 2629.8 2479.8 2078.4 2328.8
#> 69694117_1 3434.1 2442.8 3076.1 2179.6 2965.1
#> 97975242_1 2816.0 2459.8 2019.2 2452.6 2266.5
#> 18797344_1 1660.6 2791.5 2516.8 2389.5 2444.4
#> 65073939_1 3298.0 2517.5 1339.3 2171.4 2072.9
#> 57485678_1 3289.0 2126.5 2745.7 3415.4 1873.4
#> 83562904_1 2778.2 2733.4 2205.7 2513.1 3405.3
#> 28728820_1 3165.8 3051.0 2274.1 2726.2 1935.0
#> 66083414_1 3077.4 1704.3 1278.5 1814.0 1926.8
#> 94112835_1 913.3 2726.0 3702.8 2820.4 2618.9
#> 26463627_1 1970.6 2139.4 2635.7 2937.2 2409.3
#> 45366525_1 3328.6 1765.9 2820.6 3039.1 2112.9
#> 40869963_1 3266.5 1595.5 1953.3 2676.8 2877.5
#> 94637211_1 2375.2 2371.5 3061.4 2427.4 2443.4
#> 95354565_1 2090.0 1729.2 2687.2 2634.6 1484.7
#> 46557342_1 1704.3 2497.2 2254.9 2385.4 2414.1
#> 76936509_1 2308.8 2362.9 2549.5 3317.1 2779.4
#> 91024793_1 2368.9 3137.3 2856.8 2445.8 2449.5
#> 35984450_1 2279.7 3806.5 3339.7 2277.9 2239.7
#> 54659281_1 2317.7 2807.4 2052.8 2084.8 1890.7
#> 88834253_1 2458.1 3302.3 2583.4 2708.5 2752.8
#> 41009299_1 3072.8 2978.3 1679.7 2620.5 2884.7
#> 33721484_1 2435.7 2478.4 1754.5 2826.4 2748.4
#> 55789326_1 2477.6 3326.1 1859.7 2469.2 2872.3
#> 25885578_1 2515.2 2514.7 3043.9 2767.0 2630.7
#> 96338158_1 2703.4 2922.4 2941.4 3056.0 2906.9
#> 19400953_1 2081.0 2610.9 2360.0 2211.6 2079.7
#> 22069839_1 2447.7 2238.9 3132.7 3100.9 2388.5
#> 16041777_1 2070.5 1787.5 1983.3 3097.3 2746.9
#> 23001489_1 3509.5 3046.5 2175.1 2237.1 3005.3
#> 41068710_1 2570.2 2938.7 3009.6 2558.8 2800.4
#> 97703295_1 1622.3 2565.7 2946.1 1563.4 2351.4
#> 35274802_1 2208.7 2801.4 1992.6 2974.6 2655.6
#> 75398329_1 2577.9 1698.8 2483.1 3047.3 2288.8
#> 42005783_1 2849.9 3059.8 3236.3 2637.3 2539.5
#> 11949409_1 3214.7 2944.3 1715.2 2853.8 2711.7
#> 87556508_1 2016.2 2831.8 2708.1 2281.7 2480.4
#> 94064776_1 3047.5 2322.5 1899.7 2550.8 1842.7
#> 99784020_1 1675.6 1592.8 2592.7 2464.8 2365.3
#> 84916413_1 2803.4 2277.1 2590.8 2419.8 2309.2
#> 68369767_1 2292.7 2305.2 2320.0 2779.3 2736.0
#> 15409464_1 2355.3 2439.6 2880.1 2626.9 2731.8
#> 14727850_1 3007.0 2494.0 2485.3 3509.9 2696.2
#> 29761404_1 3049.0 2540.2 3235.2 1798.8 2376.4
#> 21873937_1 2514.2 1949.1 2686.2 2819.8 1877.0
#> 90667501_1 2538.2 1955.0 2361.0 2276.9 2897.2
#> 38278439_1 3300.6 2216.8 2730.8 2548.2 3095.3
#> 69925630_1 2085.4 2799.6 3307.6 2219.2 2294.8
#> 54693511_1 3228.6 2664.3 2102.7 2173.4 2867.0
#> 82074546_1 2324.6 2832.5 2791.8 2518.2 2821.5
#> 70477393_1 2458.2 2468.5 3025.7 1895.0 1455.7
#> 31800607_1 2695.3 2230.7 2567.2 2283.6 2188.2
#> 65263757_1 2845.9 2964.4 2554.4 3011.9 3014.2
#> 52672763_1 2647.2 3165.9 1779.0 2488.1 2762.0
#> 92815264_1 3730.2 2396.1 3674.1 2832.6 2664.7
#> 71305641_1 2973.5 1903.2 2508.6 3615.4 2350.4
#> 88325979_1 3155.1 3043.8 2024.7 1977.2 2778.4
#> 67769607_1 2384.5 2089.3 2529.1 2333.2 2082.8
#> 71016048_1 2486.5 2053.6 2136.2 3059.7 2065.9
#> 34248161_1 2034.4 2339.7 3207.8 2069.2 2724.6
#> 83316951_1 2323.3 2400.6 1862.2 2232.2 2131.0
#> 63149125_1 2539.1 2341.4 2256.0 1752.9 1503.6
#> 35094240_1 2906.0 2004.5 2262.7 2384.4 2929.4
#> 45697493_1 2896.5 1608.6 2618.2 1379.7 2874.7
#> 36965772_1 2463.5 2491.9 2762.8 2255.2 2236.9
#> 75692351_1 2996.2 2988.4 2984.5 1912.3 2427.4
#> 32994766_1 2583.1 2473.0 1847.0 2348.0 2478.5
#> 12262397_1 2166.7 3051.6 2149.0 3037.5 2222.3
#> 74369248_1 3684.7 1520.7 3918.3 2755.4 1389.1
#> 32815252_1 2833.3 3325.8 3158.3 3384.1 3290.0
#> 62668101_1 3341.4 1691.6 2507.7 2074.8 2896.0
#> 65054205_1 2401.6 1614.8 2503.2 2459.5 2080.3
#> 29655282_1 3100.1 2150.3 2324.0 2061.0 2235.0
#> 64533397_1 2073.6 3816.4 2333.4 2872.3 3157.5
#> 52258642_1 2272.8 2015.5 2788.7 2621.1 1363.7
#> 33494702_1 2307.3 2437.0 3111.7 2180.4 3002.9
#> 43721936_1 2805.8 3274.5 2247.6 2089.8 1793.7
#> seq.8797.98 seq.9879.88 seq.8993.16 seq.9373.82
#> 51966571_1 3272.2 2324.8 2770.5 2355.7
#> 28704098_1 2539.6 2216.5 1371.0 1242.2
#> 81969215_1 2429.9 3034.8 3015.5 2987.9
#> 68668418_1 2080.8 2766.8 2551.7 3367.1
#> 38935826_1 2224.4 2748.9 2001.3 2350.8
#> 74703475_1 3124.3 3337.8 2522.4 2614.3
#> 36178605_1 3088.4 1965.3 2593.0 1973.4
#> 93904282_1 2464.1 2449.6 1827.6 2546.5
#> 79223225_1 1974.7 2485.6 2607.5 2936.1
#> 68004202_1 1990.4 1844.2 3147.1 2275.0
#> 51134040_1 2114.1 2106.3 2563.3 1486.6
#> 18037091_1 2781.9 2445.5 2997.2 2958.2
#> 48915223_1 2414.5 2771.8 3206.0 3338.0
#> 59046590_1 3040.7 3321.9 2650.7 2342.0
#> 22440191_1 2131.9 1951.3 2013.8 2496.7
#> 93503102_1 2935.7 2860.6 2499.9 2647.9
#> 10117155_1 1892.1 3315.6 2741.9 2705.7
#> 33801297_1 3978.2 2126.5 2152.1 2762.9
#> 34887902_1 1998.9 1667.0 2650.0 1914.9
#> 56899633_1 3429.2 2032.2 2118.7 2189.0
#> 30132003_1 2742.5 2134.6 3179.0 2828.7
#> 46713227_1 2734.0 2976.8 1183.0 2481.4
#> 65338817_1 2984.1 3077.8 2041.5 2271.3
#> 29347638_1 2512.7 3146.9 3034.4 2453.5
#> 69694117_1 2265.5 3200.0 3320.6 2319.3
#> 97975242_1 2594.8 3232.1 2344.6 2369.5
#> 18797344_1 2073.6 2885.7 3280.7 2810.2
#> 65073939_1 2752.1 2645.4 2258.0 2652.7
#> 57485678_1 2480.5 2686.3 2464.5 2570.6
#> 83562904_1 3262.1 2658.3 1945.9 2415.1
#> 28728820_1 2406.3 2214.0 2185.5 3654.5
#> 66083414_1 1937.3 2224.2 2715.2 2674.2
#> 94112835_1 2556.5 2488.8 2470.9 2227.6
#> 26463627_1 2283.3 1816.6 1954.1 2699.1
#> 45366525_1 2572.1 3042.1 2173.8 2250.2
#> 40869963_1 3003.3 2454.6 1505.1 3025.9
#> 94637211_1 2040.7 2412.2 2413.5 3384.9
#> 95354565_1 3591.9 1628.3 2599.9 2666.8
#> 46557342_1 3043.2 1815.8 1807.9 2573.0
#> 76936509_1 2384.7 2419.9 2892.2 2443.4
#> 91024793_1 2105.6 2047.3 2643.4 2832.8
#> 35984450_1 2805.9 1972.0 1828.1 1773.4
#> 54659281_1 1528.0 2444.3 3067.8 2226.1
#> 88834253_1 3159.6 1842.4 2898.3 2462.8
#> 41009299_1 1918.8 2793.2 2337.1 2988.7
#> 33721484_1 2420.4 3958.0 2140.3 2117.7
#> 55789326_1 2397.2 1967.5 2310.7 2720.8
#> 25885578_1 3437.6 2565.5 2706.3 2987.2
#> 96338158_1 1720.9 2869.7 3495.9 2424.1
#> 19400953_1 2763.8 2285.9 3158.8 2277.1
#> 22069839_1 2094.6 2511.5 2306.8 2274.6
#> 16041777_1 1362.1 2442.8 2877.5 1836.0
#> 23001489_1 1874.0 3111.6 2321.6 2735.6
#> 41068710_1 2130.1 2326.0 2828.5 2957.3
#> 97703295_1 1459.8 2363.5 3202.0 2978.1
#> 35274802_1 2829.6 3123.8 2672.4 2154.7
#> 75398329_1 1599.2 2418.4 2486.5 2654.4
#> 42005783_1 2363.8 1574.8 2315.2 1904.6
#> 11949409_1 1879.0 2695.3 1657.7 3674.5
#> 87556508_1 2456.8 2777.4 1441.9 1561.8
#> 94064776_1 2868.3 2914.5 2307.5 2571.8
#> 99784020_1 3095.5 3261.4 3211.6 2833.0
#> 84916413_1 2348.7 3231.4 2736.3 2465.8
#> 68369767_1 2553.8 2845.2 2267.9 2642.1
#> 15409464_1 3356.5 2938.0 2542.8 1967.1
#> 14727850_1 2398.3 2774.4 2613.2 2106.6
#> 29761404_1 2435.0 2064.9 2642.6 2541.0
#> 21873937_1 3562.3 2306.4 2578.1 1839.7
#> 90667501_1 2550.4 2757.6 2043.4 2679.9
#> 38278439_1 3424.7 2903.0 1655.1 2719.0
#> 69925630_1 3322.7 2535.6 1922.6 3451.8
#> 54693511_1 2943.4 2654.5 2358.9 3133.3
#> 82074546_1 3126.6 2834.7 3544.9 2864.0
#> 70477393_1 2510.4 2075.3 2851.0 2572.9
#> 31800607_1 2306.0 2770.4 2708.8 2481.1
#> 65263757_1 2866.7 2685.5 1610.7 1862.1
#> 52672763_1 1876.0 2128.6 3559.3 2338.4
#> 92815264_1 2967.9 2500.6 2433.9 2118.6
#> 71305641_1 3105.1 2149.8 3132.1 2222.4
#> 88325979_1 2956.4 1628.7 2219.6 2148.0
#> 67769607_1 3198.0 2233.9 2020.0 2600.7
#> 71016048_1 1546.7 2883.6 2692.2 2283.9
#> 34248161_1 1871.3 2596.4 2341.0 3786.1
#> 83316951_1 2817.4 2598.4 2706.1 1858.6
#> 63149125_1 2934.6 2055.3 2968.7 2233.9
#> 35094240_1 1634.0 2302.9 3072.9 2292.5
#> 45697493_1 1703.7 2114.0 3146.0 2422.2
#> 36965772_1 2160.3 2599.5 3081.9 2551.1
#> 75692351_1 1863.0 2458.9 2519.2 2014.9
#> 32994766_1 3007.6 2302.6 2658.7 2795.9
#> 12262397_1 1330.6 2092.6 1982.4 2977.8
#> 74369248_1 2638.3 2526.4 2716.7 1837.9
#> 32815252_1 2908.2 3437.4 2560.5 3235.9
#> 62668101_1 2663.8 2001.2 3572.3 2891.8
#> 65054205_1 2874.1 3668.1 2091.6 2303.3
#> 29655282_1 2980.3 2828.1 2300.6 2329.1
#> 64533397_1 2957.7 2022.6 2797.2 2681.4
#> 52258642_1 2899.3 2687.5 1846.9 2721.7
#> 33494702_1 1279.1 1857.4 3047.0 2711.7
#> 43721936_1 2461.4 2394.2 3257.1 2297.2